Ranking academic institutions on potential paper acceptance in upcoming conferences

10/10/2016
by   Jobin Wilson, et al.
0

The crux of the problem in KDD Cup 2016 involves developing data mining techniques to rank research institutions based on publications. Rank importance of research institutions are derived from predictions on the number of full research papers that would potentially get accepted in upcoming top-tier conferences, utilizing public information on the web. This paper describes our solution to KDD Cup 2016. We used a two step approach in which we first identify full research papers corresponding to each conference of interest and then train two variants of exponential smoothing models to make predictions. Our solution achieves an overall score of 0.7508, while the winning submission scored 0.7656 in the overall results.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
11/14/2016

Feature Engineering and Ensemble Modeling for Paper Acceptance Rank Prediction

Measuring research impact and ranking academic achievement are important...
research
07/23/2018

Which US and European Higher Education Institutions are visible in ResearchGate and what affects their RG Score?

While ResearchGate has become the most popular academic social networkin...
research
08/30/2022

A Dataset and Baseline Approach for Identifying Usage States from Non-Intrusive Power Sensing With MiDAS IoT-based Sensors

The state identification problem seeks to identify power usage patterns ...
research
02/08/2020

Chemistry research in India in a global perspective- A scientometrics profile

Papers from India are cited 14.68 times on average compared to cites per...
research
12/06/2019

Evaluating one-shot tournament predictions

We introduce the Tournament Rank Probability Score (TRPS) as a measure t...
research
11/16/2021

Implementation and user acceptance of research information systems

PurposeThe purpose of this paper is to present empirical evidence on the...
research
02/09/2021

The Boundary-Spanning Mechanisms of Nobel Prize Winning Papers

The breakthrough potentials of research papers can be explained by their...

Please sign up or login with your details

Forgot password? Click here to reset